Pandas Profiling Report

Dataset statistics

Number of variables	39
Number of observations	114827
Missing cells	114827
Missing cells (%)	2.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	94.7 MiB
Average record size in memory	864.4 B

Variable types

BOOL	18
CAT	11
NUM	10

Warnings

`NextScore` has constant value "114827"	Constant
`TeamWin` has constant value "114827"	Constant
`IsSack` has constant value "114827"	Constant
`IsMeasurement` has constant value "114827"	Constant
`IsTwoPointConversion` has constant value "114827"	Constant
`IsTwoPointConversionSuccessful` has constant value "114827"	Constant
`IsNoPlay` has constant value "114827"	Constant
`GameDate` has a high cardinality: 197 distinct values	High cardinality
`Description` has a high cardinality: 114808 distinct values	High cardinality
`SeasonYear` is highly correlated with `GameId`	High correlation
`GameId` is highly correlated with `SeasonYear`	High correlation
`IsPass` is highly correlated with `IsRush`	High correlation
`IsRush` is highly correlated with `IsPass`	High correlation
`PenaltyYards` is highly correlated with `IsPenaltyAccepted`	High correlation
`IsPenaltyAccepted` is highly correlated with `PenaltyYards`	High correlation
`PassType` has 46436 (40.4%) missing values	Missing
`RushDirection` has 68391 (59.6%) missing values	Missing
`Description` is uniformly distributed	Uniform
`Minute` has 9359 (8.2%) zeros	Zeros
`Second` has 5671 (4.9%) zeros	Zeros
`Yards` has 27481 (23.9%) zeros	Zeros
`PenaltyYards` has 113138 (98.5%) zeros	Zeros

Reproduction

Analysis started	2022-03-24 07:12:26.597747
Analysis finished	2022-03-24 07:12:49.699114
Duration	23.1 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

Distinct	44755
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21625.389
Minimum	0
Maximum	46188
Zeros	2
Zeros (%)	< 0.1%
Memory size	897.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2178
Q1	10711
median	21185
Q3	32593
95-th percentile	41691
Maximum	46188
Range	46188
Interquartile range (IQR)	21882

Descriptive statistics

Standard deviation	12723.4006
Coefficient of variation (CV)	0.5883547622
Kurtosis	-1.177328518
Mean	21625.389
Median Absolute Deviation (MAD)	10920
Skewness	0.0662486437
Sum	2483178543
Variance	161884922.9
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24998	4	< 0.1%
30594	4	< 0.1%
10586	4	< 0.1%
10588	4	< 0.1%
18978	4	< 0.1%
37533	4	< 0.1%
30564	4	< 0.1%
37527	4	< 0.1%
30565	4	< 0.1%
10597	4	< 0.1%
30567	4	< 0.1%
37502	4	< 0.1%
10613	4	< 0.1%
18964	4	< 0.1%
10617	4	< 0.1%
37498	4	< 0.1%
37491	4	< 0.1%
37541	4	< 0.1%
37545	4	< 0.1%
30556	4	< 0.1%
18996	4	< 0.1%
10551	4	< 0.1%
10554	4	< 0.1%
18998	4	< 0.1%
10557	4	< 0.1%
Other values (44730)	114727	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	4	< 0.1%
2	3	< 0.1%
3	2	< 0.1%
4	4	< 0.1%
5	4	< 0.1%
6	4	< 0.1%
7	4	< 0.1%
8	2	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
46188	1	< 0.1%
46186	1	< 0.1%
46184	1	< 0.1%
46183	1	< 0.1%
46182	1	< 0.1%
46181	1	< 0.1%
46176	1	< 0.1%
46175	1	< 0.1%
46174	1	< 0.1%
46173	1	< 0.1%

GameId
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	987
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2019616215
Minimum	2018090600
Maximum	2021122700
Zeros	0
Zeros (%)	0.0%
Memory size	897.2 KiB

Quantile statistics

Minimum	2018090600
5-th percentile	2018093000
Q1	2018123010
median	2020091304
Q3	2021010309
95-th percentile	2021120509
Maximum	2021122700
Range	3032100
Interquartile range (IQR)	2887299

Descriptive statistics

Standard deviation	1129091.088
Coefficient of variation (CV)	0.0005590622019
Kurtosis	-1.389889897
Mean	2019616215
Median Absolute Deviation (MAD)	999909
Skewness	-0.01961024905
Sum	2.319064711e+14
Variance	1.274846686e+12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2019122208	159	0.1%
2018093009	153	0.1%
2019090809	150	0.1%
2019092909	149	0.1%
2018100703	149	0.1%
2018093004	148	0.1%
2020092001	146	0.1%
2020102508	146	0.1%
2018100400	145	0.1%
2021092610	145	0.1%
2018120905	145	0.1%
2018090901	144	0.1%
2018091300	144	0.1%
2020100403	142	0.1%
2021111404	141	0.1%
2021101702	141	0.1%
2020120604	140	0.1%
2021100307	140	0.1%
2018100705	139	0.1%
2021121210	139	0.1%
2021121600	139	0.1%
2021090900	136	0.1%
2020101200	136	0.1%
2020092012	136	0.1%
2020092706	136	0.1%
Other values (962)	111239	96.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2018090600	120	0.1%
2018090900	119	0.1%
2018090901	144	0.1%
2018090902	120	0.1%
2018090903	119	0.1%
2018090904	120	0.1%
2018090905	131	0.1%
2018090906	109	0.1%
2018090907	117	0.1%
2018090908	125	0.1%

Value	Count	Frequency (%)
2021122700	90	0.1%
2021122611	117	0.1%
2021122610	96	0.1%
2021122609	129	0.1%
2021122608	112	0.1%
2021122607	125	0.1%
2021122606	119	0.1%
2021122605	126	0.1%
2021122604	122	0.1%
2021122603	114	0.1%

GameDate
Categorical

HIGH CARDINALITY

Distinct	197
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

2021-01-03	1877
2018-12-30	1799
2020-09-20	1682
2021-10-03	1667
2019-12-15	1663
Other values (192)	106139

Common Values
Overview

Value	Count	Frequency (%)
2021-01-03	1877	1.6%
2018-12-30	1799	1.6%
2020-09-20	1682	1.5%
2021-10-03	1667	1.5%
2019-12-15	1663	1.4%
2020-09-27	1659	1.4%
2018-12-09	1647	1.4%
2021-09-12	1647	1.4%
2021-10-10	1643	1.4%
2019-09-22	1632	1.4%
2019-09-15	1627	1.4%
2021-09-26	1624	1.4%
2018-12-02	1619	1.4%
2020-12-13	1615	1.4%
2019-12-08	1612	1.4%
2018-09-16	1608	1.4%
2018-09-23	1594	1.4%
2018-09-30	1583	1.4%
2020-09-13	1565	1.4%
2021-09-19	1565	1.4%
2018-10-07	1553	1.4%
2018-09-09	1546	1.3%
2021-10-31	1528	1.3%
2019-09-29	1526	1.3%
2019-09-08	1523	1.3%
Other values (172)	74223	64.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	253778	22.1%
1	252764	22.0%
0	244315	21.3%
-	229654	20.0%
9	64121	5.6%
8	40952	3.6%
3	19368	1.7%
7	11701	1.0%
5	11022	1.0%
6	10734	0.9%
4	9861	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	918616	80.0%
Dash Punctuation	229654	20.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	253778	27.6%
1	252764	27.5%
0	244315	26.6%
9	64121	7.0%
8	40952	4.5%
3	19368	2.1%
7	11701	1.3%
5	11022	1.2%
6	10734	1.2%
4	9861	1.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	229654	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1148270	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	253778	22.1%
1	252764	22.0%
0	244315	21.3%
-	229654	20.0%
9	64121	5.6%
8	40952	3.6%
3	19368	1.7%
7	11701	1.0%
5	11022	1.0%
6	10734	0.9%
4	9861	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1148270	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	253778	22.1%
1	252764	22.0%
0	244315	21.3%
-	229654	20.0%
9	64121	5.6%
8	40952	3.6%
3	19368	1.7%
7	11701	1.0%
5	11022	1.0%
6	10734	0.9%
4	9861	0.9%

Quarter
Real number (ℝ_≥0)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.551612426
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	897.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.129643689
Coefficient of variation (CV)	0.4427175844
Kurtosis	-1.30296606
Mean	2.551612426
Median Absolute Deviation (MAD)	1
Skewness	0.01464276003
Sum	292994
Variance	1.276094865
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2	30834	26.9%
4	30529	26.6%
3	26401	23.0%
1	26327	22.9%
5	736	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	26327	22.9%
2	30834	26.9%
3	26401	23.0%
4	30529	26.6%
5	736	0.6%

Value	Count	Frequency (%)
5	736	0.6%
4	30529	26.6%
3	26401	23.0%
2	30834	26.9%
1	26327	22.9%

Minute
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.736934693
Minimum	0
Maximum	15
Zeros	9359
Zeros (%)	8.2%
Memory size	897.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	7
Q3	11
95-th percentile	14
Maximum	15
Range	15
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.518951231
Coefficient of variation (CV)	0.6707726046
Kurtosis	-1.222770885
Mean	6.736934693
Median Absolute Deviation (MAD)	4
Skewness	0.1251674468
Sum	773582
Variance	20.42092023
Monotocity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	9359	8.2%
1	9278	8.1%
2	9041	7.9%
3	7678	6.7%
4	7512	6.5%
5	7128	6.2%
6	7102	6.2%
8	7086	6.2%
9	7060	6.1%
7	7014	6.1%
11	6965	6.1%
10	6931	6.0%
12	6876	6.0%
13	6751	5.9%
14	6328	5.5%
15	2718	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9359	8.2%
1	9278	8.1%
2	9041	7.9%
3	7678	6.7%
4	7512	6.5%
5	7128	6.2%
6	7102	6.2%
7	7014	6.1%
8	7086	6.2%
9	7060	6.1%

Value	Count	Frequency (%)
15	2718	2.4%
14	6328	5.5%
13	6751	5.9%
12	6876	6.0%
11	6965	6.1%
10	6931	6.0%
9	7060	6.1%
8	7086	6.2%
7	7014	6.1%
6	7102	6.2%

Second
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	28.52268195
Minimum	0
Maximum	59
Zeros	5671
Zeros (%)	4.9%
Memory size	897.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	13
median	28
Q3	44
95-th percentile	56
Maximum	59
Range	59
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	17.73122096
Coefficient of variation (CV)	0.6216533561
Kurtosis	-1.203551012
Mean	28.52268195
Median Absolute Deviation (MAD)	15
Skewness	0.02922598395
Sum	3275174
Variance	314.3961966
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5671	4.9%
55	2105	1.8%
54	2060	1.8%
56	2046	1.8%
19	2017	1.8%
15	2007	1.7%
24	1989	1.7%
21	1983	1.7%
22	1979	1.7%
53	1967	1.7%
20	1963	1.7%
27	1951	1.7%
25	1944	1.7%
17	1932	1.7%
18	1922	1.7%
10	1921	1.7%
13	1919	1.7%
16	1911	1.7%
30	1905	1.7%
8	1883	1.6%
23	1879	1.6%
14	1875	1.6%
42	1874	1.6%
32	1872	1.6%
28	1869	1.6%
Other values (35)	62383	54.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5671	4.9%
1	1691	1.5%
2	1761	1.5%
3	1744	1.5%
4	1741	1.5%
5	1740	1.5%
6	1713	1.5%
7	1817	1.6%
8	1883	1.6%
9	1801	1.6%

Value	Count	Frequency (%)
59	1682	1.5%
58	1690	1.5%
57	1800	1.6%
56	2046	1.8%
55	2105	1.8%
54	2060	1.8%
53	1967	1.7%
52	1786	1.6%
51	1839	1.6%
50	1791	1.6%

OffenseTeam
Categorical

Distinct	32
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

DAL	3856
LA	3752
IND	3738
TB	3723
NE	3711
Other values (27)	96047

Common Values
Overview

Value	Count	Frequency (%)
DAL	3856	3.4%
LA	3752	3.3%
IND	3738	3.3%
TB	3723	3.2%
NE	3711	3.2%
ATL	3707	3.2%
PHI	3697	3.2%
MIN	3673	3.2%
PIT	3656	3.2%
LAC	3652	3.2%
KC	3651	3.2%
CAR	3634	3.2%
DET	3626	3.2%
NO	3623	3.2%
LV	3614	3.1%
BAL	3612	3.1%
SF	3596	3.1%
CLE	3585	3.1%
DEN	3581	3.1%
CIN	3573	3.1%
BUF	3564	3.1%
CHI	3548	3.1%
GB	3546	3.1%
ARI	3526	3.1%
JAX	3496	3.0%
Other values (7)	23887	20.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	2.745565067
Min length	2

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	39477	12.5%
N	32215	10.2%
I	28849	9.2%
L	25778	8.2%
C	21643	6.9%
E	21375	6.8%
T	18167	5.8%
D	14801	4.7%
B	14445	4.6%
H	10574	3.4%
S	10400	3.3%
P	7353	2.3%
F	7160	2.3%
R	7160	2.3%
M	7111	2.3%
G	6982	2.2%
O	6952	2.2%
J	6921	2.2%
U	6893	2.2%
Y	6861	2.2%
K	3651	1.2%
V	3614	1.1%
X	3496	1.1%
W	3387	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	315265	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	39477	12.5%
N	32215	10.2%
I	28849	9.2%
L	25778	8.2%
C	21643	6.9%
E	21375	6.8%
T	18167	5.8%
D	14801	4.7%
B	14445	4.6%
H	10574	3.4%
S	10400	3.3%
P	7353	2.3%
F	7160	2.3%
R	7160	2.3%
M	7111	2.3%
G	6982	2.2%
O	6952	2.2%
J	6921	2.2%
U	6893	2.2%
Y	6861	2.2%
K	3651	1.2%
V	3614	1.1%
X	3496	1.1%
W	3387	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	315265	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	39477	12.5%
N	32215	10.2%
I	28849	9.2%
L	25778	8.2%
C	21643	6.9%
E	21375	6.8%
T	18167	5.8%
D	14801	4.7%
B	14445	4.6%
H	10574	3.4%
S	10400	3.3%
P	7353	2.3%
F	7160	2.3%
R	7160	2.3%
M	7111	2.3%
G	6982	2.2%
O	6952	2.2%
J	6921	2.2%
U	6893	2.2%
Y	6861	2.2%
K	3651	1.2%
V	3614	1.1%
X	3496	1.1%
W	3387	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	315265	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	39477	12.5%
N	32215	10.2%
I	28849	9.2%
L	25778	8.2%
C	21643	6.9%
E	21375	6.8%
T	18167	5.8%
D	14801	4.7%
B	14445	4.6%
H	10574	3.4%
S	10400	3.3%
P	7353	2.3%
F	7160	2.3%
R	7160	2.3%
M	7111	2.3%
G	6982	2.2%
O	6952	2.2%
J	6921	2.2%
U	6893	2.2%
Y	6861	2.2%
K	3651	1.2%
V	3614	1.1%
X	3496	1.1%
W	3387	1.1%

DefenseTeam
Categorical

Distinct	32
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

SEA	3755
NYG	3755
NYJ	3748
KC	3731
ARI	3679
Other values (27)	96159

Common Values
Overview

Value	Count	Frequency (%)
SEA	3755	3.3%
NYG	3755	3.3%
NYJ	3748	3.3%
KC	3731	3.2%
ARI	3679	3.2%
MIN	3673	3.2%
ATL	3671	3.2%
DET	3670	3.2%
MIA	3669	3.2%
CIN	3668	3.2%
CLE	3656	3.2%
TEN	3631	3.2%
HOU	3625	3.2%
JAX	3601	3.1%
LV	3588	3.1%
DAL	3587	3.1%
CHI	3584	3.1%
PHI	3583	3.1%
DEN	3577	3.1%
TB	3577	3.1%
PIT	3573	3.1%
WAS	3526	3.1%
LA	3517	3.1%
IND	3516	3.1%
GB	3513	3.1%
Other values (7)	24154	21.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	2.753977723
Min length	2

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	39401	12.5%
N	32500	10.3%
I	28945	9.2%
L	24904	7.9%
E	21716	6.9%
C	21608	6.8%
T	18122	5.7%
D	14350	4.5%
B	13951	4.4%
H	10792	3.4%
S	10673	3.4%
Y	7503	2.4%
J	7349	2.3%
M	7342	2.3%
G	7268	2.3%
R	7190	2.3%
P	7156	2.3%
O	7130	2.3%
U	7059	2.2%
F	6826	2.2%
K	3731	1.2%
X	3601	1.1%
V	3588	1.1%
W	3526	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	316231	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	39401	12.5%
N	32500	10.3%
I	28945	9.2%
L	24904	7.9%
E	21716	6.9%
C	21608	6.8%
T	18122	5.7%
D	14350	4.5%
B	13951	4.4%
H	10792	3.4%
S	10673	3.4%
Y	7503	2.4%
J	7349	2.3%
M	7342	2.3%
G	7268	2.3%
R	7190	2.3%
P	7156	2.3%
O	7130	2.3%
U	7059	2.2%
F	6826	2.2%
K	3731	1.2%
X	3601	1.1%
V	3588	1.1%
W	3526	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	316231	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	39401	12.5%
N	32500	10.3%
I	28945	9.2%
L	24904	7.9%
E	21716	6.9%
C	21608	6.8%
T	18122	5.7%
D	14350	4.5%
B	13951	4.4%
H	10792	3.4%
S	10673	3.4%
Y	7503	2.4%
J	7349	2.3%
M	7342	2.3%
G	7268	2.3%
R	7190	2.3%
P	7156	2.3%
O	7130	2.3%
U	7059	2.2%
F	6826	2.2%
K	3731	1.2%
X	3601	1.1%
V	3588	1.1%
W	3526	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	316231	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	39401	12.5%
N	32500	10.3%
I	28945	9.2%
L	24904	7.9%
E	21716	6.9%
C	21608	6.8%
T	18122	5.7%
D	14350	4.5%
B	13951	4.4%
H	10792	3.4%
S	10673	3.4%
Y	7503	2.4%
J	7349	2.3%
M	7342	2.3%
G	7268	2.3%
R	7190	2.3%
P	7156	2.3%
O	7130	2.3%
U	7059	2.2%
F	6826	2.2%
K	3731	1.2%
X	3601	1.1%
V	3588	1.1%
W	3526	1.1%

Down
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

1	52379
2	38511
3	21781
4	2156

Value	Count	Frequency (%)
1	52379	45.6%
2	38511	33.5%
3	21781	19.0%
4	2156	1.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	52379	45.6%
2	38511	33.5%
3	21781	19.0%
4	2156	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	114827	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	52379	45.6%
2	38511	33.5%
3	21781	19.0%
4	2156	1.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	114827	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
1	52379	45.6%
2	38511	33.5%
3	21781	19.0%
4	2156	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114827	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	52379	45.6%
2	38511	33.5%
3	21781	19.0%
4	2156	1.9%

ToGo
Real number (ℝ_≥0)

Distinct	41
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.523143512
Minimum	1
Maximum	43
Zeros	0
Zeros (%)	0.0%
Memory size	897.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	10
Q3	10
95-th percentile	15
Maximum	43
Range	42
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.983234383
Coefficient of variation (CV)	0.4673433432
Kurtosis	2.837284447
Mean	8.523143512
Median Absolute Deviation (MAD)	1
Skewness	0.5298511007
Sum	978687
Variance	15.86615615
Monotocity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
10	57251	49.9%
1	6628	5.8%
5	5661	4.9%
7	5423	4.7%
6	5345	4.7%
4	4931	4.3%
8	4918	4.3%
3	4407	3.8%
2	4377	3.8%
9	4204	3.7%
15	1820	1.6%
11	1817	1.6%
12	1453	1.3%
20	1390	1.2%
13	1064	0.9%
14	888	0.8%
16	634	0.6%
17	614	0.5%
18	567	0.5%
19	423	0.4%
21	201	0.2%
22	166	0.1%
25	162	0.1%
23	124	0.1%
24	98	0.1%
Other values (16)	261	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	6628	5.8%
2	4377	3.8%
3	4407	3.8%
4	4931	4.3%
5	5661	4.9%
6	5345	4.7%
7	5423	4.7%
8	4918	4.3%
9	4204	3.7%
10	57251	49.9%

Value	Count	Frequency (%)
43	1	< 0.1%
41	2	< 0.1%
40	4	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
36	2	< 0.1%
35	5	< 0.1%
34	6	< 0.1%
33	9	< 0.1%
32	9	< 0.1%

YardLine
Real number (ℝ_≥0)

Distinct	100
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	49.4370749
Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	897.2 KiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	28
median	46
Q3	69
95-th percentile	94
Maximum	100
Range	99
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	24.80258776
Coefficient of variation (CV)	0.5017001474
Kurtosis	-0.9250604271
Mean	49.4370749
Median Absolute Deviation (MAD)	20
Skewness	0.3306337404
Sum	5676711
Variance	615.1683598
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	7825	6.8%
30	1957	1.7%
36	1869	1.6%
20	1860	1.6%
40	1837	1.6%
34	1817	1.6%
35	1802	1.6%
31	1771	1.5%
37	1713	1.5%
45	1701	1.5%
38	1674	1.5%
32	1646	1.4%
27	1623	1.4%
29	1614	1.4%
28	1600	1.4%
33	1571	1.4%
41	1557	1.4%
26	1553	1.4%
39	1545	1.3%
44	1491	1.3%
51	1472	1.3%
46	1459	1.3%
47	1449	1.3%
55	1414	1.2%
43	1411	1.2%
Other values (75)	67596	58.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	195	0.2%
2	204	0.2%
3	189	0.2%
4	237	0.2%
5	305	0.3%
6	278	0.2%
7	292	0.3%
8	423	0.4%
9	497	0.4%
10	673	0.6%

Value	Count	Frequency (%)
100	807	0.7%
99	1403	1.2%
98	779	0.7%
97	791	0.7%
96	827	0.7%
95	822	0.7%
94	696	0.6%
93	767	0.7%
92	757	0.7%
91	801	0.7%

SeriesFirstDown
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	79434
1	35393

Common Values
Chart

Value	Count	Frequency (%)
0	79434	69.2%
1	35393	30.8%

NextScore
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

Description
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	114808
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

(8:53) 8-B.OSWEILER PASS INCOMPLETE SHORT RIGHT.	2
(3:27) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT.	2
(15:00) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT.	2
(15:00) (SHOTGUN) 12-A.LUCK PASS INCOMPLETE SHORT LEFT TO 13-T.HILTON.	2
(2:00) (SHOTGUN) 15-P.MAHOMES PASS INCOMPLETE DEEP RIGHT TO 10-T.HILL.	2
Other values (114803)	114817

Common Values
Overview

Value	Count	Frequency (%)
(8:53) 8-B.OSWEILER PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(3:27) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(15:00) (SHOTGUN) 4-D.CARR PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(15:00) (SHOTGUN) 12-A.LUCK PASS INCOMPLETE SHORT LEFT TO 13-T.HILTON.	2	< 0.1%
(2:00) (SHOTGUN) 15-P.MAHOMES PASS INCOMPLETE DEEP RIGHT TO 10-T.HILL.	2	< 0.1%
(5:09) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE DEEP LEFT TO 17-D.ADAMS.	2	< 0.1%
(15:00) (SHOTGUN) 1-K.MURRAY PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(15:00) 12-A.RODGERS PASS INCOMPLETE DEEP RIGHT TO 83-M.VALDES-SCANTLING.	2	< 0.1%
(7:34) (SHOTGUN) 2-M.GLENNON PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(15:00) 8-K.COUSINS PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(3:14) (SHOTGUN) 8-K.COUSINS PASS INCOMPLETE DEEP RIGHT TO 19-A.THIELEN.	2	< 0.1%
(1:00) (SHOTGUN) 5-J.FLACCO PASS INCOMPLETE SHORT MIDDLE TO 15-M.CRABTREE.	2	< 0.1%
(11:54) 9-D.BREES PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(11:18) (SHOTGUN) 6-B.MAYFIELD PASS INCOMPLETE SHORT RIGHT TO 80-J.LANDRY.	2	< 0.1%
(15:00) (SHOTGUN) 7-B.ROETHLISBERGER PASS INCOMPLETE SHORT RIGHT TO 18-D.JOHNSON.	2	< 0.1%
(2:06) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE SHORT LEFT TO 33-A.JONES.	2	< 0.1%
(6:17) (SHOTGUN) 7-B.ROETHLISBERGER PASS INCOMPLETE SHORT MIDDLE TO 22-N.HARRIS.	2	< 0.1%
(14:23) 12-T.BRADY PASS INCOMPLETE DEEP RIGHT TO 13-M.EVANS.	2	< 0.1%
(8:23) (SHOTGUN) 12-A.RODGERS PASS INCOMPLETE SHORT RIGHT.	2	< 0.1%
(8:23) (NO HUDDLE) 4-D.WATSON PASS SHORT LEFT TO 87-D.FELLS TO IND 30 FOR 8 YARDS (97-A.MUHAMMAD).	1	< 0.1%
(4:25) (SHOTGUN) 7-J.BRISSETT PASS INCOMPLETE DEEP RIGHT TO 13-T.HILTON.	1	< 0.1%
(2:35) 25-M.MACK LEFT END TO IND 18 FOR -2 YARDS (55-B.MCKINNEY, 59-W.MERCILUS).	1	< 0.1%
(9:40) (SHOTGUN) 4-D.WATSON PASS SHORT LEFT INTENDED FOR 25-D.JOHNSON INTERCEPTED BY 35-P.DESIR [99-J.HOUSTON] AT IND 34. 35-P.DESIR TO IND 34 FOR NO GAIN (25-D.JOHNSON).	1	< 0.1%
(9:31) 25-M.MACK LEFT END RAN OB AT IND 35 FOR 1 YARD (59-W.MERCILUS).	1	< 0.1%
(2:44) (PUNT FORMATION) 9-B.ANGER UP THE MIDDLE RAN OB IN END ZONE FOR -5 YARDS, SAFETY (14-Z.PASCAL).	1	< 0.1%
Other values (114783)	114783	> 99.9%

Frequencies of value counts

Unique

Unique	114789 ?
Unique (%)	> 99.9%

Histogram of lengths of the category

Length

Max length	633
Median length	88
Mean length	94.37341392
Min length	41

Overview of Unicode Properties

Unique unicode characters	56
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	1508370	13.9%
O	624137	5.8%
T	595216	5.5%
S	554372	5.1%
R	527758	4.9%
E	483407	4.5%
A	469812	4.3%
.	451045	4.2%
N	378924	3.5%
D	375708	3.5%
-	334594	3.1%
H	313687	2.9%
L	305488	2.8%
)	285757	2.6%
(	285756	2.6%
I	284732	2.6%
1	238838	2.2%
G	203315	1.9%
2	194672	1.8%
U	189906	1.8%
P	186224	1.7%
F	185490	1.7%
M	163766	1.5%
3	161897	1.5%
C	159056	1.5%
Other values (31)	1374689	12.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6531728	60.3%
Space Separator	1508370	13.9%
Decimal Number	1262668	11.7%
Other Punctuation	615071	5.7%
Dash Punctuation	334594	3.1%
Close Punctuation	292089	2.7%
Open Punctuation	292088	2.7%
Math Symbol	8	< 0.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	285756	97.8%
[	6275	2.1%
{	57	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	238838	18.9%
2	194672	15.4%
3	161897	12.8%
4	147761	11.7%
5	123992	9.8%
0	90000	7.1%
8	87538	6.9%
9	85063	6.7%
7	69797	5.5%
6	63110	5.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	451045	73.3%
:	114980	18.7%
,	33592	5.5%
;	14537	2.4%
#	505	0.1%
'	325	0.1%
"	70	< 0.1%
&	11	< 0.1%
/	6	< 0.1%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	285757	97.8%
]	6275	2.1%
}	57	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1508370	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	334594	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	624137	9.6%
T	595216	9.1%
S	554372	8.5%
R	527758	8.1%
E	483407	7.4%
A	469812	7.2%
N	378924	5.8%
D	375708	5.8%
H	313687	4.8%
L	305488	4.7%
I	284732	4.4%
G	203315	3.1%
U	189906	2.9%
P	186224	2.9%
F	185490	2.8%
M	163766	2.5%
C	159056	2.4%
Y	154746	2.4%
B	100523	1.5%
J	84647	1.3%
K	80507	1.2%
W	67480	1.0%
V	21578	0.3%
Z	10636	0.2%
X	7462	0.1%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
=	4	50.0%
+	3	37.5%
>	1	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6531728	60.3%
Common	4304888	39.7%

Most frequent Common characters

Value	Count	Frequency (%)
	1508370	35.0%
.	451045	10.5%
-	334594	7.8%
)	285757	6.6%
(	285756	6.6%
1	238838	5.5%
2	194672	4.5%
3	161897	3.8%
4	147761	3.4%
5	123992	2.9%
:	114980	2.7%
0	90000	2.1%
8	87538	2.0%
9	85063	2.0%
7	69797	1.6%
6	63110	1.5%
,	33592	0.8%
;	14537	0.3%
[	6275	0.1%
]	6275	0.1%
#	505	< 0.1%
'	325	< 0.1%
"	70	< 0.1%
{	57	< 0.1%
}	57	< 0.1%
Other values (5)	25	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
O	624137	9.6%
T	595216	9.1%
S	554372	8.5%
R	527758	8.1%
E	483407	7.4%
A	469812	7.2%
N	378924	5.8%
D	375708	5.8%
H	313687	4.8%
L	305488	4.7%
I	284732	4.4%
G	203315	3.1%
U	189906	2.9%
P	186224	2.9%
F	185490	2.8%
M	163766	2.5%
C	159056	2.4%
Y	154746	2.4%
B	100523	1.5%
J	84647	1.3%
K	80507	1.2%
W	67480	1.0%
V	21578	0.3%
Z	10636	0.2%
X	7462	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10836616	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	1508370	13.9%
O	624137	5.8%
T	595216	5.5%
S	554372	5.1%
R	527758	4.9%
E	483407	4.5%
A	469812	4.3%
.	451045	4.2%
N	378924	3.5%
D	375708	3.5%
-	334594	3.1%
H	313687	2.9%
L	305488	2.8%
)	285757	2.6%
(	285756	2.6%
I	284732	2.6%
1	238838	2.2%
G	203315	1.9%
2	194672	1.8%
U	189906	1.8%
P	186224	1.7%
F	185490	1.7%
M	163766	1.5%
3	161897	1.5%
C	159056	1.5%
Other values (31)	1374689	12.7%

TeamWin
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

SeasonYear
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

2020	30192
2018	29284
2021	27927
2019	27424

Value	Count	Frequency (%)
2020	30192	26.3%
2018	29284	25.5%
2021	27927	24.3%
2019	27424	23.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Overview of Unicode Properties

Unique unicode characters	5
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	172946	37.7%
0	145019	31.6%
1	84635	18.4%
8	29284	6.4%
9	27424	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	459308	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	172946	37.7%
0	145019	31.6%
1	84635	18.4%
8	29284	6.4%
9	27424	6.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	459308	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	172946	37.7%
0	145019	31.6%
1	84635	18.4%
8	29284	6.4%
9	27424	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	459308	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	172946	37.7%
0	145019	31.6%
1	84635	18.4%
8	29284	6.4%
9	27424	6.0%

Yards
Real number (ℝ)

ZEROS

Distinct	115
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.323234083
Minimum	-17
Maximum	104
Zeros	27481
Zeros (%)	23.9%
Memory size	897.2 KiB

Quantile statistics

Minimum	-17
5-th percentile	0
Q1	0
median	4
Q3	9
95-th percentile	23
Maximum	104
Range	121
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.904587775
Coefficient of variation (CV)	1.408233138
Kurtosis	13.4876997
Mean	6.323234083
Median Absolute Deviation (MAD)	4
Skewness	2.891368689
Sum	726078
Variance	79.29168345
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27481	23.9%
3	7769	6.8%
2	7689	6.7%
4	7282	6.3%
5	6845	6.0%
1	6644	5.8%
6	5847	5.1%
7	5026	4.4%
8	4316	3.8%
9	4307	3.8%
11	2995	2.6%
10	2741	2.4%
12	2409	2.1%
-1	2253	2.0%
13	2059	1.8%
14	1806	1.6%
15	1534	1.3%
-2	1416	1.2%
16	1330	1.2%
17	1190	1.0%
18	1066	0.9%
19	936	0.8%
20	869	0.8%
-3	827	0.7%
21	693	0.6%
Other values (90)	7497	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17	1	< 0.1%
-13	1	< 0.1%
-12	4	< 0.1%
-11	8	< 0.1%
-10	14	< 0.1%
-9	17	< 0.1%
-8	37	< 0.1%
-7	79	0.1%
-6	154	0.1%
-5	296	0.3%

Value	Count	Frequency (%)
104	1	< 0.1%
101	1	< 0.1%
100	1	< 0.1%
99	2	< 0.1%
98	2	< 0.1%
97	2	< 0.1%
96	1	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
92	3	< 0.1%

Formation
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

SHOTGUN	65201
UNDER CENTER	39190
NO HUDDLE SHOTGUN	8446
NO HUDDLE	1985
WILDCAT	3

Value	Count	Frequency (%)
SHOTGUN	65201	56.8%
UNDER CENTER	39190	34.1%
NO HUDDLE SHOTGUN	8446	7.4%
NO HUDDLE	1985	1.7%
WILDCAT	3	< 0.1%
PUNT	2	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	7
Mean length	9.476542973
Min length	4

Overview of Unicode Properties

Unique unicode characters	17
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
N	162460	14.9%
E	128001	11.8%
U	123270	11.3%
T	112842	10.4%
H	84078	7.7%
O	84078	7.7%
R	78380	7.2%
S	73647	6.8%
G	73647	6.8%
D	60055	5.5%
	58067	5.3%
C	39193	3.6%
L	10434	1.0%
W	3	< 0.1%
I	3	< 0.1%
A	3	< 0.1%
P	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1030096	94.7%
Space Separator	58067	5.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	162460	15.8%
E	128001	12.4%
U	123270	12.0%
T	112842	11.0%
H	84078	8.2%
O	84078	8.2%
R	78380	7.6%
S	73647	7.1%
G	73647	7.1%
D	60055	5.8%
C	39193	3.8%
L	10434	1.0%
W	3	< 0.1%
I	3	< 0.1%
A	3	< 0.1%
P	2	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	58067	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1030096	94.7%
Common	58067	5.3%

Most frequent Latin characters

Value	Count	Frequency (%)
N	162460	15.8%
E	128001	12.4%
U	123270	12.0%
T	112842	11.0%
H	84078	8.2%
O	84078	8.2%
R	78380	7.6%
S	73647	7.1%
G	73647	7.1%
D	60055	5.8%
C	39193	3.8%
L	10434	1.0%
W	3	< 0.1%
I	3	< 0.1%
A	3	< 0.1%
P	2	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	58067	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1088163	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
N	162460	14.9%
E	128001	11.8%
U	123270	11.3%
T	112842	10.4%
H	84078	7.7%
O	84078	7.7%
R	78380	7.2%
S	73647	6.8%
G	73647	6.8%
D	60055	5.5%
	58067	5.3%
C	39193	3.6%
L	10434	1.0%
W	3	< 0.1%
I	3	< 0.1%
A	3	< 0.1%
P	2	< 0.1%

PlayType
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

PASS	68391
RUSH	46436

Value	Count	Frequency (%)
PASS	68391	59.6%
RUSH	46436	40.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
S	183218	39.9%
P	68391	14.9%
A	68391	14.9%
R	46436	10.1%
U	46436	10.1%
H	46436	10.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	459308	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	183218	39.9%
P	68391	14.9%
A	68391	14.9%
R	46436	10.1%
U	46436	10.1%
H	46436	10.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	459308	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
S	183218	39.9%
P	68391	14.9%
A	68391	14.9%
R	46436	10.1%
U	46436	10.1%
H	46436	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	459308	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
S	183218	39.9%
P	68391	14.9%
A	68391	14.9%
R	46436	10.1%
U	46436	10.1%
H	46436	10.1%

IsRush
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	68391
1	46436

Common Values
Chart

Value	Count	Frequency (%)
0	68391	59.6%
1	46436	40.4%

IsPass
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

1	68391
0	46436

Common Values
Chart

Value	Count	Frequency (%)
1	68391	59.6%
0	46436	40.4%

IsIncomplete
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	92426
1	22401

Common Values
Chart

Value	Count	Frequency (%)
0	92426	80.5%
1	22401	19.5%

IsTouchdown
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	109604
1	5223

Common Values
Chart

Value	Count	Frequency (%)
0	109604	95.5%
1	5223	4.5%

PassType
Categorical

MISSING

Distinct	16
Distinct (%)	< 0.1%
Missing	46436
Missing (%)	40.4%
Memory size	897.2 KiB

SHORT RIGHT	22340
SHORT LEFT	20480
SHORT MIDDLE	13286
DEEP RIGHT	5022
DEEP LEFT	4679
Other values (11)	2584

Common Values
Overview

Value	Count	Frequency (%)
SHORT RIGHT	22340	19.5%
SHORT LEFT	20480	17.8%
SHORT MIDDLE	13286	11.6%
DEEP RIGHT	5022	4.4%
DEEP LEFT	4679	4.1%
DEEP MIDDLE	2562	2.2%
INTENDED FOR	5	< 0.1%
NOT LISTED	5	< 0.1%
MIDDLE TO	3	< 0.1%
BACK TO	2	< 0.1%
RIGHT TO	2	< 0.1%
[58-H.LANDRY III]	1	< 0.1%
MIDDLE [55-FCLARK]	1	< 0.1%
INTERCEPTED BY	1	< 0.1%
LEFT TO	1	< 0.1%
(SHOTGUN) 10-THILL	1	< 0.1%
(Missing)	46436	40.4%

Frequencies of value counts

Unique

Unique	5 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	18
Median length	10
Mean length	7.576911354
Min length	3

Overview of Unicode Properties

Unique unicode characters	33
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
T	108657	12.5%
n	92872	10.7%
R	83478	9.6%
H	83473	9.6%
	68391	7.9%
E	65556	7.5%
O	56125	6.5%
S	56112	6.4%
a	46436	5.3%
D	43984	5.1%
I	43231	5.0%
L	41021	4.7%
G	27365	3.1%
F	25166	2.9%
M	15852	1.8%
P	12264	1.4%
N	18	< 0.1%
A	4	< 0.1%
C	4	< 0.1%
B	3	< 0.1%
K	3	< 0.1%
5	3	< 0.1%
-	3	< 0.1%
[	2	< 0.1%
Y	2	< 0.1%
Other values (8)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	662319	76.1%
Lowercase Letter	139308	16.0%
Space Separator	68391	7.9%
Decimal Number	6	< 0.1%
Open Punctuation	3	< 0.1%
Dash Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	108657	16.4%
R	83478	12.6%
H	83473	12.6%
E	65556	9.9%
O	56125	8.5%
S	56112	8.5%
D	43984	6.6%
I	43231	6.5%
L	41021	6.2%
G	27365	4.1%
F	25166	3.8%
M	15852	2.4%
P	12264	1.9%
N	18	< 0.1%
A	4	< 0.1%
C	4	< 0.1%
B	3	< 0.1%
K	3	< 0.1%
Y	2	< 0.1%
U	1	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	68391	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	92872	66.7%
a	46436	33.3%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
[	2	66.7%
(	1	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	3	50.0%
8	1	16.7%
1	1	16.7%
0	1	16.7%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	3	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
]	2	66.7%
)	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	801627	92.1%
Common	68407	7.9%

Most frequent Latin characters

Value	Count	Frequency (%)
T	108657	13.6%
n	92872	11.6%
R	83478	10.4%
H	83473	10.4%
E	65556	8.2%
O	56125	7.0%
S	56112	7.0%
a	46436	5.8%
D	43984	5.5%
I	43231	5.4%
L	41021	5.1%
G	27365	3.4%
F	25166	3.1%
M	15852	2.0%
P	12264	1.5%
N	18	< 0.1%
A	4	< 0.1%
C	4	< 0.1%
B	3	< 0.1%
K	3	< 0.1%
Y	2	< 0.1%
U	1	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	68391	> 99.9%
5	3	< 0.1%
-	3	< 0.1%
[	2	< 0.1%
]	2	< 0.1%
8	1	< 0.1%
.	1	< 0.1%
(	1	< 0.1%
)	1	< 0.1%
1	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	870034	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
T	108657	12.5%
n	92872	10.7%
R	83478	9.6%
H	83473	9.6%
	68391	7.9%
E	65556	7.5%
O	56125	6.5%
S	56112	6.4%
a	46436	5.3%
D	43984	5.1%
I	43231	5.0%
L	41021	4.7%
G	27365	3.1%
F	25166	2.9%
M	15852	1.8%
P	12264	1.4%
N	18	< 0.1%
A	4	< 0.1%
C	4	< 0.1%
B	3	< 0.1%
K	3	< 0.1%
5	3	< 0.1%
-	3	< 0.1%
[	2	< 0.1%
Y	2	< 0.1%
Other values (8)	9	< 0.1%

IsSack
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

IsChallenge
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114324
1	503

Common Values
Chart

Value	Count	Frequency (%)
0	114324	99.6%
1	503	0.4%

IsChallengeReversed
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114629
1	198

Common Values
Chart

Value	Count	Frequency (%)
0	114629	99.8%
1	198	0.2%

IsMeasurement
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

IsInterception
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	113213
1	1614

Common Values
Chart

Value	Count	Frequency (%)
0	113213	98.6%
1	1614	1.4%

IsFumble
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	113785
1	1042

Common Values
Chart

Value	Count	Frequency (%)
0	113785	99.1%
1	1042	0.9%

IsPenalty
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	111896
1	2931

Common Values
Chart

Value	Count	Frequency (%)
0	111896	97.4%
1	2931	2.6%

IsTwoPointConversion
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

IsTwoPointConversionSuccessful
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

RushDirection
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	68391
Missing (%)	59.6%
Memory size	897.2 KiB

CENTER	12923
RIGHT GUARD	6127
LEFT GUARD	5748
LEFT END	5653
RIGHT TACKLE	5500
Other values (2)	10485

Value	Count	Frequency (%)
CENTER	12923	11.3%
RIGHT GUARD	6127	5.3%
LEFT GUARD	5748	5.0%
LEFT END	5653	4.9%
RIGHT TACKLE	5500	4.8%
LEFT TACKLE	5492	4.8%
RIGHT END	4993	4.3%
(Missing)	68391	59.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	12
Median length	3
Mean length	5.435664086
Min length	3

Overview of Unicode Properties

Unique unicode characters	17
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	136782	21.9%
a	68391	11.0%
E	64377	10.3%
T	57428	9.2%
R	41418	6.6%
	33513	5.4%
G	28495	4.6%
L	27885	4.5%
C	23915	3.8%
N	23569	3.8%
A	22867	3.7%
D	22521	3.6%
F	16893	2.7%
I	16620	2.7%
H	16620	2.7%
U	11875	1.9%
K	10992	1.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	385475	61.8%
Lowercase Letter	205173	32.9%
Space Separator	33513	5.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	136782	66.7%
a	68391	33.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	64377	16.7%
T	57428	14.9%
R	41418	10.7%
G	28495	7.4%
L	27885	7.2%
C	23915	6.2%
N	23569	6.1%
A	22867	5.9%
D	22521	5.8%
F	16893	4.4%
I	16620	4.3%
H	16620	4.3%
U	11875	3.1%
K	10992	2.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	33513	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	590648	94.6%
Common	33513	5.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	136782	23.2%
a	68391	11.6%
E	64377	10.9%
T	57428	9.7%
R	41418	7.0%
G	28495	4.8%
L	27885	4.7%
C	23915	4.0%
N	23569	4.0%
A	22867	3.9%
D	22521	3.8%
F	16893	2.9%
I	16620	2.8%
H	16620	2.8%
U	11875	2.0%
K	10992	1.9%

Most frequent Common characters

Value	Count	Frequency (%)
	33513	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	624161	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	136782	21.9%
a	68391	11.0%
E	64377	10.3%
T	57428	9.2%
R	41418	6.6%
	33513	5.4%
G	28495	4.6%
L	27885	4.5%
C	23915	3.8%
N	23569	3.8%
A	22867	3.7%
D	22521	3.6%
F	16893	2.7%
I	16620	2.7%
H	16620	2.7%
U	11875	1.9%
K	10992	1.8%

YardLineFixed
Real number (ℝ_≥0)

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	28.81095039
Minimum	0
Maximum	50
Zeros	807
Zeros (%)	0.7%
Memory size	897.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	20
median	29
Q3	39
95-th percentile	48
Maximum	50
Range	50
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	12.90370155
Coefficient of variation (CV)	0.4478749009
Kurtosis	-0.7373369364
Mean	28.81095039
Median Absolute Deviation (MAD)	10
Skewness	-0.3414147642
Sum	3308275
Variance	166.5055137
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	8950	7.8%
40	3200	2.8%
45	3115	2.7%
30	3087	2.7%
35	3038	2.6%
34	3015	2.6%
36	2947	2.6%
37	2894	2.5%
20	2843	2.5%
49	2829	2.5%
38	2805	2.4%
39	2787	2.4%
44	2769	2.4%
41	2759	2.4%
31	2724	2.4%
48	2715	2.4%
32	2685	2.3%
47	2673	2.3%
33	2661	2.3%
46	2661	2.3%
28	2654	2.3%
43	2635	2.3%
29	2634	2.3%
27	2595	2.3%
42	2577	2.2%
Other values (26)	38575	33.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	807	0.7%
1	1598	1.4%
2	983	0.9%
3	980	0.9%
4	1064	0.9%
5	1127	1.0%
6	974	0.8%
7	1059	0.9%
8	1180	1.0%
9	1298	1.1%

Value	Count	Frequency (%)
50	735	0.6%
49	2829	2.5%
48	2715	2.4%
47	2673	2.3%
46	2661	2.3%
45	3115	2.7%
44	2769	2.4%
43	2635	2.3%
42	2577	2.2%
41	2759	2.4%

YardLineDirection
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

OWN	63032
OPP	51795

Value	Count	Frequency (%)
OWN	63032	54.9%
OPP	51795	45.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
O	114827	33.3%
P	103590	30.1%
W	63032	18.3%
N	63032	18.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	344481	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	114827	33.3%
P	103590	30.1%
W	63032	18.3%
N	63032	18.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	344481	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
O	114827	33.3%
P	103590	30.1%
W	63032	18.3%
N	63032	18.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	344481	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
O	114827	33.3%
P	103590	30.1%
W	63032	18.3%
N	63032	18.3%

IsPenaltyAccepted
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	113085
1	1742

Common Values
Chart

Value	Count	Frequency (%)
0	113085	98.5%
1	1742	1.5%

IsNoPlay
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	897.2 KiB

0	114827

Common Values
Chart

Value	Count	Frequency (%)
0	114827	100.0%

PenaltyYards
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1703693382
Minimum	0
Maximum	22
Zeros	113138
Zeros (%)	98.5%
Memory size	897.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.469663935
Coefficient of variation (CV)	8.626340574
Kurtosis	82.21575462
Mean	0.1703693382
Median Absolute Deviation (MAD)	0
Skewness	9.012220869
Sum	19563
Variance	2.159912081
Monotocity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	113138	98.5%
15	756	0.7%
10	484	0.4%
5	165	0.1%
14	41	< 0.1%
8	31	< 0.1%
13	29	< 0.1%
12	26	< 0.1%
11	25	< 0.1%
9	24	< 0.1%
1	21	< 0.1%
4	20	< 0.1%
7	18	< 0.1%
6	16	< 0.1%
2	12	< 0.1%
3	11	< 0.1%
16	5	< 0.1%
18	2	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
17	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113138	98.5%
1	21	< 0.1%
2	12	< 0.1%
3	11	< 0.1%
4	20	< 0.1%
5	165	0.1%
6	16	< 0.1%
7	18	< 0.1%
8	31	< 0.1%
9	24	< 0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
21	1	< 0.1%
18	2	< 0.1%
17	1	< 0.1%
16	5	< 0.1%
15	756	0.7%
14	41	< 0.1%
13	29	< 0.1%
12	26	< 0.1%
11	25	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

First rows

	df_index	GameId	GameDate	Quarter	Minute	Second	OffenseTeam	DefenseTeam	Down	ToGo	YardLine	SeriesFirstDown	Description	SeasonYear	Yards	Formation	PlayType	IsRush	IsPass	PassType	RushDirection	YardLineFixed	YardLineDirection
0	0	2021092612	2021-09-26	1	9	10	MIN	SEA	1	10	57	1	(9:10) 8-K.COUSINS PASS SHORT RIGHT TO 83-T.CONKLIN TO SEA 26 FOR 17 YARDS (21-T.FLOWERS).	2021	17	UNDER CENTER	PASS	0	1	SHORT RIGHT	NaN	43	OPP
1	1	2021092612	2021-09-26	1	8	32	MIN	SEA	1	10	74	0	(8:32) 8-K.COUSINS PASS SHORT LEFT TO 18-J.JEFFERSON TO SEA 18 FOR 8 YARDS (21-T.FLOWERS, 33-J.ADAMS).	2021	8	UNDER CENTER	PASS	0	1	SHORT LEFT	NaN	26	OPP
2	2	2021092612	2021-09-26	1	7	52	MIN	SEA	2	2	82	1	(7:52) (SHOTGUN) 8-K.COUSINS PASS SHORT LEFT TO 18-J.JEFFERSON TO SEA 8 FOR 10 YARDS (21-T.FLOWERS).	2021	10	SHOTGUN	PASS	0	1	SHORT LEFT	NaN	18	OPP
3	3	2021092612	2021-09-26	1	7	13	MIN	SEA	1	8	92	0	(7:13) (SHOTGUN) 25-A.MATTISON UP THE MIDDLE TO SEA 7 FOR 1 YARD (33-J.ADAMS).	2021	1	SHOTGUN	RUSH	1	0	NaN	CENTER	8	OPP
4	4	2021101008	2021-10-10	1	9	50	WAS	NO	2	2	51	1	(9:50) (SHOTGUN) 24-A.GIBSON LEFT TACKLE TO NO 46 FOR 3 YARDS (97-M.ROACH).	2021	3	SHOTGUN	RUSH	1	0	NaN	LEFT TACKLE	49	OPP
5	5	2021101008	2021-10-10	1	9	11	WAS	NO	1	10	54	0	(9:11) (SHOTGUN) 4-T.HEINICKE PASS SHORT LEFT TO 24-A.GIBSON PUSHED OB AT NO 37 FOR 9 YARDS (20-P.WERNER).	2021	9	SHOTGUN	PASS	0	1	SHORT LEFT	NaN	46	OPP
6	6	2021101706	2021-10-17	3	1	19	LA	NYG	2	7	54	0	(1:19) (SHOTGUN) 9-M.STAFFORD PASS SHORT RIGHT TO 1-D.JACKSON TO NYG 40 FOR 6 YARDS (24-J.BRADBERRY).	2021	6	SHOTGUN	PASS	0	1	SHORT RIGHT	NaN	46	OPP
7	7	2021102405	2021-10-24	4	9	34	KC	TEN	4	8	58	1	(9:34) (SHOTGUN) 15-P.MAHOMES PASS DEEP MIDDLE TO 13-B.PRINGLE TO TEN 17 FOR 25 YARDS (21-M.FARLEY; 24-E.MOLDEN).	2021	25	SHOTGUN	PASS	0	1	DEEP MIDDLE	NaN	42	OPP
8	8	2021103101	2021-10-31	4	4	53	BUF	MIA	1	10	77	0	(4:53) 20-Z.MOSS RIGHT TACKLE TO MIA 20 FOR 3 YARDS (70-A.BUTLER, 15-J.PHILLIPS).	2021	3	UNDER CENTER	RUSH	1	0	NaN	RIGHT TACKLE	23	OPP
9	10	2021102408	2021-10-24	2	12	43	ARI	HOU	2	4	58	1	(12:43) (NO HUDDLE, SHOTGUN) 2-C.EDMONDS UP THE MIDDLE TO HOU 31 FOR 11 YARDS (20-JU.REID, 37-T.THOMAS).	2021	11	NO HUDDLE SHOTGUN	RUSH	1	0	NaN	CENTER	42	OPP

Last rows

	df_index	GameId	GameDate	Quarter	Minute	Second	OffenseTeam	DefenseTeam	Down	ToGo	YardLine	SeriesFirstDown	Description	SeasonYear	Yards	Formation	PlayType	IsRush	IsPass	IsIncomplete	IsTouchdown	PassType	IsFumble	RushDirection	YardLineFixed	YardLineDirection
114817	44949	2018091612	2018-09-16	3	6	0	JAX	NE	2	4	36	1	(6:00) 5-B.BORTLES PASS SHORT MIDDLE TO 17-D.CHARK TO JAX 49 FOR 13 YARDS (24-S.GILMORE). FUMBLES (24-S.GILMORE), RECOVERED BY NE-21-D.HARMON AT NE 48. 21-D.HARMON TO JAX 48 FOR 4 YARDS (72-J.WELLS).	2018	13	UNDER CENTER	PASS	0	1	0	0	SHORT MIDDLE	1	NaN	36	OWN
114818	44951	2018091613	2018-09-16	4	5	45	NYG	DAL	1	10	25	1	(5:45) (SHOTGUN) 10-E.MANNING PASS SHORT LEFT TO 88-E.ENGRAM TO NYG 36 FOR 11 YARDS (55-L.VANDER ESCH).	2018	11	SHOTGUN	PASS	0	1	0	0	SHORT LEFT	0	NaN	25	OWN
114819	44953	2018091610	2018-09-16	4	10	38	DET	SF	1	10	30	0	(10:38) 9-M.STAFFORD PASS INCOMPLETE DEEP MIDDLE TO 11-M.JONES.	2018	0	UNDER CENTER	PASS	0	1	1	0	DEEP MIDDLE	0	NaN	30	OWN
114820	44956	2018091609	2018-09-16	2	14	37	LA	ARI	2	1	89	1	(14:37) (NO HUDDLE) 30-T.GURLEY RIGHT END FOR 11 YARDS, TOUCHDOWN.	2018	11	NO HUDDLE	RUSH	1	0	0	1	NaN	0	RIGHT END	11	OPP
114821	44966	2018091604	2018-09-16	1	1	16	MIA	NYJ	3	1	94	1	(1:16) 32-K.DRAKE UP THE MIDDLE FOR 6 YARDS, TOUCHDOWN.	2018	6	UNDER CENTER	RUSH	1	0	0	1	NaN	0	CENTER	6	OPP
114822	44974	2018091601	2018-09-16	3	11	8	BUF	LAC	1	1	99	1	(11:08) 33-C.IVORY UP THE MIDDLE FOR 1 YARD, TOUCHDOWN.	2018	1	UNDER CENTER	RUSH	1	0	0	1	NaN	0	CENTER	1	OPP
114823	44978	2018091000	2018-09-10	3	0	4	DET	NYJ	1	10	38	1	(:04) (NO HUDDLE, SHOTGUN) 9-M.STAFFORD PASS SHORT LEFT TO 11-M.JONES TO NYJ 49 FOR 13 YARDS (36-D.MIDDLETON).	2018	13	NO HUDDLE SHOTGUN	PASS	0	1	0	0	SHORT LEFT	0	NaN	38	OWN
114824	44979	2018091000	2018-09-10	3	7	0	DET	NYJ	1	10	25	0	(7:00) (SHOTGUN) 9-M.STAFFORD PASS INCOMPLETE SHORT LEFT TO 15-G.TATE.	2018	0	SHOTGUN	PASS	0	1	1	0	SHORT LEFT	0	NaN	25	OWN
114825	44991	2018090909	2018-09-09	3	14	26	ARI	WAS	1	10	52	0	(14:26) 31-D.JOHNSON UP THE MIDDLE TO WAS 47 FOR 1 YARD (95-D.PAYNE).	2018	1	UNDER CENTER	RUSH	1	0	0	0	NaN	0	CENTER	48	OPP
114826	44993	2018090908	2018-09-09	2	7	8	KC	LAC	2	7	28	1	(7:08) (SHOTGUN) 15-P.MAHOMES RIGHT END TO KC 36 FOR 8 YARDS (98-I.ROCHELL).	2018	8	SHOTGUN	RUSH	1	0	0	0	NaN	0	RIGHT END	28	OWN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Open Punctuation characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Close Punctuation characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Uppercase Letter characters

Most frequent Math Symbol characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Lowercase Letter characters

Most frequent Open Punctuation characters

Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts